daywatch

AI-Expert-Roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2021

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

amrlib

A python library that makes AMR parsing, generation and visualization simple.

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

chinese_text_normalization

Chinese text normalization for speech processing

ColossalAI

Making big AI models cheaper, easier, and more scalable

COSINE

This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach' (In Proc. of NAACL-HLT 2021).

deep_learning_with_pytorch_and_tensorflow

Templates and practice with torch and tf

depccg

A* CCG Parser with a Supertag and Dependency Factored Model

haystack

:mag: Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

Litmus

AI Assistant for Building Reliable, High-performing and Fair Multilingual NLP Systems

llm-numbers

Numbers every LLM developer should know

LLM_and_ChatGPT

LLM and ChatGPT work in progress!

NeMo

NeMo: a toolkit for conversational AI

open-llms

🤖 A list of open LLMs available for commercial use.

openai-cookbook

Examples and guides for using the OpenAI API

opensmile

The Munich Open-Source Large-Scale Multimedia Feature Extractor

Other_courses_notes

notes on conversational AI, AI ethics, DS math, automation, etc.

projects

🪐 End-to-end NLP workflows from prototype to production

Prompt-Engineering-Guide

:octopus: Guides, papers, and resources for prompt engineering

Python

1.NLP/ML/DS/CV with Python, 2.Python coding skills (leetcode, pandas,PySpark, and scraping, etc)

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Semantic-Parsing

SQL

SQL, PySpark, Tableau

AI-102

imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

NewsGPT

orchest

Build data pipelines, the easy way 🛠️

sfguide-data-engineering-with-snowpark-python-intro

snowpark tutorial

udemyKuljotOpenAi